At the same time, the improved principal component regression prediction value is closer to the measured value on the whole, the maximum error of the prediction result is less than 5%, and the maximum error of the prediction result of the conventional method is close to 10%, which reflects that the model built by this method has a higher Prediction accuracy.
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